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Environmental Earth Sciences

, Volume 64, Issue 7, pp 1921–1929 | Cite as

Spatial distribution, source identification and affecting factors of heavy metals contamination in urban–suburban soils of Lishui city, China

  • Hongyan Wang
  • Shenggao LuEmail author
Original Article

Abstract

An investigation on spatial distribution, possible pollution sources, and affecting factors of heavy metals in the urban–suburban soils of Lishui city (China) was conducted using geographic information system (GIS) technique and multivariate statistics. The results indicated that the topsoils in urban and suburban areas were enriched with metals, such as Cd, Cu, Pb, and Zn. Spatial distribution maps of heavy metal contents, based on geostatistical analysis and GIS mapping, indicated that Cd, Cr, Cu, Mn, Ni, Pb, and Zn had similar patterns of spatial distribution. Their hot-spot areas were mainly concentrated in the densely populated old urban area of the city. Multivariate statistical analysis (correlation analysis, principal component analysis, and clustering analysis) showed distinctly different associations among the studied metals, suggesting that Cr, Cu, Ni, Pb, Cd, and Zn had anthropogenic sources, whereas Co and V were associated with parent materials and therefore had natural sources. The Cd, Cr, Ni, Pb, and Zn contents were positively correlated with soil organic matter, pH, and sand content (p < 0.01). It is concluded that GIS and multivariate statistical methods can be used to identify hot-spot areas and potential sources of heavy metals, and assess soil environment quality in urban–suburban areas.

Keywords

Heavy metals Geostatistics Multivariate statistical analysis Urban soils GIS 

Notes

Acknowledgments

This project was supported by the National Key Technologies R&D Program of China (2008BADA7B06) and Science and Technology Department of Zhejiang Province (2007C23057). Opinions in the paper do not constitute an endorsement or approval by the funding agencies and only reflect the personal research views of the authors.

References

  1. Afshin Q, Farid M, Giti F (2009) Characterization of metal pollution in soils under two landuse patterns in the Angouran region, NW Iran; a study based on multivariate data analysis. J Hazard Mater 172:374–384CrossRefGoogle Scholar
  2. Bao SD (2000) Soil and agricultural analysis. China Agricultural Press, BeijingGoogle Scholar
  3. Boruvka L, Vacek O, Jehlicka J (2005) Principal component analysis as a tool to indicate the origin of potentially toxic elements in soils. Geoderma 128:89–300CrossRefGoogle Scholar
  4. Carr R, Zhang CS, Moles N, Harder M (2008) Identification and mapping of heavy metal pollution in soils of a sports ground in Galway City, Ireland, using a portable XRF analyser and GIS. Environ Geochem Health 30:45–52CrossRefGoogle Scholar
  5. Facchinelli A, Saechi E, Mallen L (2001) Multivariate statistical and GIS-based approach to identify heavy metal sources in soils. Environ Pollut 114:313–324CrossRefGoogle Scholar
  6. Franco-Uría A, López-Mateo C, Roca E, Fernández-Marcos ML (2009) Source identification of heavy metals in pastureland by multivariate analysis in NW Spain. J Hazard Mater 165:1008–1015CrossRefGoogle Scholar
  7. Imperato M, Adamo P, Naimo D, Arienzo M, Stanzione P, Violante P (2003) Spatial distribution of heavy metals in urban soils of Naples city (Italy). Environ Pollut 124:247–256CrossRefGoogle Scholar
  8. Lee CS, Li XD, Shi WZ, Cheung SC, Thornton I (2006) Metal contamination in urban, suburban, and country park soils of Hong Kong: a study based on GIS and multivariate statistics. Sci Total Environ 356:45–61CrossRefGoogle Scholar
  9. Li XP, Feng LN (2010) Spatial distribution of hazardous elements in urban topsoils surrounding Xi’an industrial areas, (NW, China): controlling factors and contamination assessments. J Hazard Mater 174:662–669CrossRefGoogle Scholar
  10. Li XD, Poon CS, Pui SL (2001) Heavy metal contamination of urban soils and street dusts in Hong Kong. Appl Geochem 16:1361–1368CrossRefGoogle Scholar
  11. Li XD, Lee SL, Wong SC, Shi WZ, Thornton I (2004) The study of metal contamination in urban soils of Hong Kong using a GIS-based approach. Environ Pollut 129:113–124CrossRefGoogle Scholar
  12. Li JL, Ming H, Han H, Gu YF (2009) Analysis and assessment on heavy metal sources in the coastal soils developed from alluvial deposits using multivariate statistical methods. J Hazard Mater 164:976–981CrossRefGoogle Scholar
  13. Lu Y, Gong ZT, Zhang GL, Zhang B (2004) Heavy metal concentration in Nanjing urban soils and their affecting factors. Chinese J Appl Ecol 15:123–126Google Scholar
  14. Lu SG, Bai SQ, Xue QF (2007) Magnetic properties as indicators of heavy metals pollution in urban topsoils: a case study from the city of Luoyang, China. Geophys J Int 171:568–580CrossRefGoogle Scholar
  15. Lu XW, Wang LJ, Loretta YL, Kai L, Li H, Dan K (2010) Multivariate statistical analysis of heavy metals in street dust of Baoji, NW China. J Hazard Mater 173:744–749CrossRefGoogle Scholar
  16. Madrid L, Díaz-Barrientos E, Madrid F (2002) Distribution of heavy metal contents of urban soils in parks of Seville. Chemosphere 49:1301–1308CrossRefGoogle Scholar
  17. Martin JAR, Arias ML, Corbi JMG (2006) Heavy metal contents in agricultural topsoil in the Ebro basin (Spain). Application of the multivariate geostatistical methods to study spatial variations. Environ Pollut 144:1001–1012CrossRefGoogle Scholar
  18. Möller A, Müller HW, Abdullah A, Abdelgawad G, Utermann J (2005) Urban soil pollution in Damascus, Syria: concentrations and patterns of heavy metals in the soils of the Damascus Ghouta. Geoderma 124:63–71CrossRefGoogle Scholar
  19. Ozan DY, Omar A, Gurdal T (2008) Multivariate statistics to investigate metal contamination in surface soil. J Environ Manage 86:581–594CrossRefGoogle Scholar
  20. Shi Z, Li Y (2006) Application of geostatistics in soil science. China Agricultural Press, BeijingGoogle Scholar
  21. Shi GT, Chen ZL, Xu SY, Zhang J, Wang L, Bi CJ, Teng JY (2008) Potentially toxic metal contamination of urban soils and roadside dust in Shanghai, China. Environ Pollut 156:251–260CrossRefGoogle Scholar
  22. Soil Survey Office of Zhejiang Province (1994) Soils in Zhejiang. Zhejiang Science and Technology Press, HangzhouGoogle Scholar
  23. Sollitto D, Romic M, Castrignanò A, Romic D, Bakic H (2010) Assessing heavy metal contamination in soils of the Zagreb region (Northwest Croatia) using multivariate geostatistics. Catena 80:182–194CrossRefGoogle Scholar
  24. Sun YB, Zhou QX, Xie XK, Liu R (2010) Spatial, sources and risk assessment of heavy metal contamination of urban soils in typical regions of Shenyang, China. J Hazard Mater 17:4455–4462Google Scholar
  25. Yang PG, Mao RZ, Shao HB, Gao YF (2009) An investigation on the distribution of eight hazardous heavy metals in the suburban farmland of China. J Hazard Mater 167:1246–1251CrossRefGoogle Scholar
  26. Zhang C (2006) Using multivariate analyses and GIS to identify pollutants and their spatial patterns in urban soils in Galway, Ireland. Environ Pollut 142:501–511CrossRefGoogle Scholar
  27. Zheng YM, Chen TB, He JZ (2008) Multivariate geostatistical analysis of heavy metal in topsoils from Beijing, China. J Soil Sediment 8:51–58CrossRefGoogle Scholar

Copyright information

© Springer-Verlag 2011

Authors and Affiliations

  1. 1.College of Environmental and Resource Sciences, Zhejiang Provincial Key Laboratory of Subtropical Soil and Plant Nutrition, Key Laboratory of Environment Remediation and Ecological Health, Ministry of EducationZhejiang UniversityHangzhouChina

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